Milan Petkovic

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 26

Top Topics

Personal Health

Top Venues

Frontiers Artif. Intell.

Decis. Support Syst.

Publications

Vadim Liventsev, Vivek Kumar, Allmin Pradhap Singh Susaiyah, Zixiu Wu, Ivan Rodin, Asfand Yaar, Simone Balloccu, Marharyta Beraziuk, Sebastiano Battiato, Giovanni Maria Farinella, Aki Härmä, Rim Helaoui, Milan Petkovic, Diego Reforgiato Recupero, Ehud Reiter, Daniele Riboni, Raymond Sterling
PhilHumans: Benchmarking Machine Learning for Personal Health. CoRR (2024)
Allmin Pradhap Singh Susaiyah, Aki Härmä, Simone Balloccu, Ehud Reiter, Milan Petkovic
Smart Selection of Useful Insights from Wearables. ICASSP Workshops (2023)
Marko Petkovic, Joyce Maas, Milan Petkovic
Tracking of Nutritional Intake Using Artificial Intelligence. MIE (2023)
Alessio Gallucci, Dmitry Znamenskiy, Yuxuan Long, Nicola Pezzotti, Milan Petkovic
Generating High-Resolution 3D Faces and Bodies Using VQ-VAE-2 with PixelSNAIL Networks on 2D Representations. Sensors 23 (3) (2023)
Allmin Pradhap Singh Susaiyah, Aki Härmä, Milan Petkovic
Schema-Driven Actionable Insight Generation and Smart Recommendation. CoRR (2023)
Tim Hulsen, Milan Petkovic, Orsolya Edit Varga, Saumya Shekhar Jamuar
Editorial: AI in Healthcare: From Data to Intelligence. Frontiers Artif. Intell. 5 (2022)
Roberto Rocchetta, Qi Gao, Dimitrios Mavroeidis, Milan Petkovic
A robust model selection framework for fault detection and system health monitoring with limited failure examples: Heterogeneous data fusion and formal sensitivity bounds. Eng. Appl. Artif. Intell. 114 (2022)
Alessio Gallucci, Dmitry Znamenskiy, Nicola Pezzotti, Milan Petkovic
Generating High-Resolution 3D Faces Using VQ-VAE-2 with PixelSNAIL Networks. ICIAP Workshops (2022)
Vadim Liventsev, Aki Härmä, Milan Petkovic
BF++: a language for general-purpose neural program synthesis. CoRR (2021)
Allmin Pradhap Singh Susaiyah, Aki Härmä, Ehud Reiter, Milan Petkovic
Neural Scoring of Logical Inferences from Data using Feedback. Int. J. Interact. Multim. Artif. Intell. 6 (5) (2021)
Sander de Bruin, Vadim Liventsev, Milan Petkovic
Autoencoders as Tools for Program Synthesis. CoRR (2021)
Vadim Liventsev, Aki Härmä, Milan Petkovic
Neurogenetic Programming Framework for Explainable Reinforcement Learning. CoRR (2021)
Vadim Liventsev, Aki Härmä, Milan Petkovic
Neurogenetic programming framework for explainable reinforcement learning. GECCO Companion (2021)
Alessio Gallucci, Nicola Pezzotti, Dmitry Znamenskiy, Milan Petkovic
A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAIL. Medical Imaging: Image Processing (2021)
Vadim Liventsev, Aki Härmä, Milan Petkovic
Towards Effective Patient Simulators. Frontiers Artif. Intell. 4 (2021)
Alessio Gallucci, Dmitry Znamenskiy, Nicola Pezzotti, Milan Petkovic
Don't Tear Your Hair Out: Analysis of the Impact of Skin Hair on the Diagnosis of Microscopic Skin Lesions. ICPR Workshops (1) (2020)
Anastasiia Grishina, Milosh Stolikj, Qi Gao, Milan Petkovic
Improving Spare Part Search for Maintenance Services using Topic Modelling. CIKM (Workshops) (2020)
Allmin Pradhap Singh Susaiyah, Aki Härmä, Ehud Reiter, Rim Helaoui, Milan Petkovic
Towards a Generalised Framework for Behaviour Insight Mining (short paper). SmartPhil@IUI (2020)
Michael van Hartskamp, Sergio Consoli, Wim Verhaegh, Milan Petkovic, Anja van de Stolpe
Artificial Intelligence in Clinical Health Care Applications: Viewpoint. CoRR (2019)
Stefan Thaler, Vlado Menkovski, Milan Petkovic
Deep Metric Learning for Sequential Data Using Approximate Information. MLDM (1) (2018)
Stefan Thaler, Vlado Menkovski, Milan Petkovic
Deep Learning in Information Security. CoRR (2018)
Elisa Costante, Jerry den Hartog, Milan Petkovic, Sandro Etalle, Mykola Pechenizkiy
A white-box anomaly-based framework for database leakage detection. J. Inf. Secur. Appl. 32 (2017)
Stefan Thaler, Vlado Menkovski, Milan Petkovic
Unsupervised Signature Extraction from Forensic Logs. ECML/PKDD (3) (2017)
Sokratis Vavilis, Milan Petkovic, Nicola Zannone
A severity-based quantification of data leakages in database systems. J. Comput. Secur. 24 (3) (2016)
Stefan Thaler, Jerry den Hartog, Milan Petkovic
Towards Creating Believable Decoy Project Folders for Detecting Data Theft. DBSec (2016)
Sokratis Vavilis, Alexandru Ionut Egner, Milan Petkovic, Nicola Zannone
Role Mining with Missing Values. ARES (2016)
Sokratis Vavilis, Alexandru Ionut Egner, Milan Petkovic, Nicola Zannone
An anomaly analysis framework for database systems. Comput. Secur. 53 (2015)
Daniel Pletea, Saeed Sedghi, Meilof Veeningen, Milan Petkovic
Secure distributed key generation in attribute based encryption systems. ICITST (2015)
Elisa Costante, Jerry den Hartog, Milan Petkovic
Understanding Perceived Trust to Reduce Regret. Comput. Intell. 31 (2) (2015)
Elisa Costante, Jerry den Hartog, Milan Petkovic, Sandro Etalle, Mykola Pechenizkiy
Hunting the Unknown - White-Box Database Leakage Detection. DBSec (2014)
Sokratis Vavilis, Milan Petkovic, Nicola Zannone
A reference model for reputation systems. Decis. Support Syst. 61 (2014)
Sokratis Vavilis, Milan Petkovic, Nicola Zannone
Data Leakage Quantification. DBSec (2014)
Tanya Ignatenko, Milan Petkovic
AU2EU: Privacy-Preserving Matching of DNA Sequences. WISTP (2014)
Elisa Costante, Sokratis Vavilis, Sandro Etalle, Jerry den Hartog, Milan Petkovic, Nicola Zannone
Database Anomalous Activities - Detection and Quantification. SECRYPT (2013)
Willem Jonker, Milan Petkovic
Security, Privacy and Trust: From Innovation Blocker to Innovation Enabler. Secure Data Management (2013)
Sokratis Vavilis, Nicola Zannone, Milan Petkovic
Data reliability in home healthcare services. CBMS (2013)
Elisa Costante, Jerry den Hartog, Milan Petkovic
What Websites Know About You. DPM/SETOP (2012)
Sebastian Banescu, Milan Petkovic, Nicola Zannone
Measuring Privacy Compliance Using Fitness Metrics. BPM (2012)
Sokratis Vavilis, Milan Petkovic, Nicola Zannone
Impact of ICT on Home Healthcare. HCC (2012)
Mina Deng, Marco Nalin, Milan Petkovic, Ilaria Baroni, Abitabile Marco
Towards Trustworthy Health Platform Cloud. Secure Data Management (2012)
Muhammad Asim, Tanya Ignatenko, Milan Petkovic, Daniel Trivellato, Nicola Zannone
Enforcing Access Control in Virtual Organizations Using Hierarchical Attribute-Based Encryption CoRR (2012)
Muhammad Asim, Paul Koster, Milan Petkovic, Martin Rosner
eConsent Management and Enforcement in Personal Telehealth. ISSE (2012)
Elisa Costante, Yuanhao Sun, Milan Petkovic, Jerry den Hartog
A machine learning solution to assess privacy policy completeness: (short paper). WPES (2012)
Muhammad Asim, Tanya Ignatenko, Milan Petkovic, Daniel Trivellato, Nicola Zannone
Enforcing Access Control in Virtual Organizations Using Hierarchical Attribute-Based Encryption. ARES (2012)
Paul Koster, Muhammad Asim, Milan Petkovic
End-to-End Security for Personal Telehealth. MIE (2011)
Elisa Costante, Jerry den Hartog, Milan Petkovic
On-line trust perception: What really matters. STAST (2011)
Muhammad Asim, Luan Ibraimi, Milan Petkovic
Ciphertext-Policy Attribute-Based Broadcast Encryption Scheme. Communications and Multimedia Security (2011)
Dragana Martinovic, Victor Ralevich, Milan Petkovic
Personal Health Data: Patient Consent in Information Age. MIE (2011)
Milan Petkovic, Davide Prandi, Nicola Zannone
Purpose Control: Did You Process the Data for the Intended Purpose? Secure Data Management (2011)
Muhammad Asim, Milan Petkovic, Mike Qu, Changjie Wang
An interoperable security framework for connected healthcare. CCNC (2011)
Mina Deng, Milan Petkovic, Marco Nalin, Ilaria Baroni
A Home Healthcare System in the Cloud-Addressing Security and Privacy Challenges. IEEE CLOUD (2011)
Nicola Zannone, Milan Petkovic, Sandro Etalle
Towards Data Protection Compliance. SECRYPT (2010)
Luan Ibraimi, Muhammad Asim, Milan Petkovic
An Encryption Scheme for a Secure Policy Updating. ICETE (Selected Papers) (2010)
Luan Ibraimi, Muhammad Asim, Milan Petkovic
An Encryption Scheme for a Secure Policy Updating. SECRYPT (2010)
Julien Künzi, Paul Koster, Milan Petkovic
Emergency Access to Protected Health Records. MIE (2009)
Luan Ibraimi, Milan Petkovic, Svetla Nikova, Pieter H. Hartel, Willem Jonker
Mediated Ciphertext-Policy Attribute-Based Encryption and Its Application. WISA (2009)
Milan Petkovic, Willem Jonker
Preface. J. Comput. Secur. 17 (1) (2009)
Bart Bouwman, Sjouke Mauw, Milan Petkovic
Rights Management for Role-Based Access Control. CCNC (2008)
Stefan Katzenbeisser, Milan Petkovic
Privacy-Preserving Recommendation Systems for Consumer Healthcare Services. ARES (2008)
Anna Zych, Milan Petkovic, Willem Jonker
Efficient key management for cryptographically enforced access control. Comput. Stand. Interfaces 30 (6) (2008)
Ton van Deursen, Paul Koster, Milan Petkovic
Hedaquin: A Reputation-based Health Data Quality Indicator. Electron. Notes Theor. Comput. Sci. 197 (2) (2008)
Ton van Deursen, Paul Koster, Milan Petkovic
Reliable Personal Health Records. MIE (2008)
Anna Zych, Milan Petkovic, Willem Jonker
The Interval Revocation Scheme for Broadcasting Messages to Stateless Receivers. DBSec (2007)
Anna Zych, Milan Petkovic, Willem Jonker
A Key Management Method for Cryptographically Enforced Access Control. WOSIS (2007)
Milan Petkovic, Stefan Katzenbeisser, Klaus Kursawe
Rights Management Technologies: A Good Choice for Securing Electronic Health Records? ISSE (2007)
Milan Petkovic, Hong Li
Digital Inheritance of Personal and Commercial Content Using DRM. CCNC (2007)
Claudine Conrado, Milan Petkovic, Michiel van der Veen, Wytse van der Velde
Controlled Sharing of Personal Content Using Digital Rights Management. J. Res. Pract. Inf. Technol. 38 (1) (2006)
Milan Petkovic, Claudine Conrado, Malik Hammoutène
Cryptographically Enforced Personalized Role-Based Access Control. SEC (2006)
Milan Petkovic, R. Paul Koster
User-Attributed Rights in DRM. DRMTICS (2005)
Claudine Conrado, Milan Petkovic, Michiel van der Veen, Wytse van der Velde
Controlled Sharing of Personal Content using Digital Rights Management. WOSIS (2005)
Milan Petkovic, Willem Jonker
Integrated use of different content derivation techniques within a multimedia database management system. J. Vis. Commun. Image Represent. 15 (3) (2004)
Claudine Conrado, Milan Petkovic, Willem Jonker
Privacy-Preserving Digital Rights Management. Secure Data Management (2004)
Milan Petkovic, Vojkan Mihajlovic, Willem Jonker
Techniques for automatic video content derivation. ICIP (2) (2003)
Milan Petkovic, Willem Jonker
Cobra: A Content-Based Video Retrieval System. EDBT (2002)
Milan Petkovic, Vojkan Mihajlovic, Willem Jonker
Extending a DBMS to Support Content-Based Video Retrieval: A Formula 1 Case Study. EDBT Workshops (2002)
Milan Petkovic, Roelof van Zwol, Henk Ernst Blok, Willem Jonker, Peter M. G. Apers, Menzo Windhouwer, Martin L. Kersten
Content-Based Video Indexing for the Support of Digital Library Search. ICDE (2002)
Milan Petkovic, Vojkan Mihajlovic, Willem Jonker, Slobodanka Djordjevic-Kajan
Multi-modal extraction of highlights from TV Formula 1 programs. ICME (1) (2002)
Henk Ernst Blok, Menzo Windhouwer, Roelof van Zwol, Milan Petkovic, Peter M. G. Apers, Martin L. Kersten, Willem Jonker
Flexible and scalable digital library search. VLDB (2001)
Milan Petkovic, Willem Jonker, Z. Zivkovic
Recognizing Strokes in Tennis Videos using Hidden Markov Models. VIIP (2001)
Milan Petkovic, Willem Jonker
Content-Based Video Retrieval by Integrating Spatio-Temporal and Stochastic Recognition of Events. IEEE Workshop on Detection and Recognition of Events in Video (2001)
Milan Petkovic
Content-based Video Retrieval. EDBT PhD Workshop (2000)